{"id":"https://openalex.org/W2619677552","doi":"https://doi.org/10.5220/0006314006100622","title":"Information Quality in Social Networks: Predicting Spammy Naming Patterns for Retrieving Twitter Spam Accounts","display_name":"Information Quality in Social Networks: Predicting Spammy Naming Patterns for Retrieving Twitter Spam Accounts","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2619677552","doi":"https://doi.org/10.5220/0006314006100622","mag":"2619677552"},"language":"en","primary_location":{"id":"doi:10.5220/0006314006100622","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0006314006100622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087962420","display_name":"Mahdi Washha","orcid":null},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mahdi Washha","raw_affiliation_strings":["University of Toulouse, France"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024123997","display_name":"Aziz Qaroush","orcid":"https://orcid.org/0000-0002-0274-4121"},"institutions":[{"id":"https://openalex.org/I94800806","display_name":"Birzeit University","ror":"https://ror.org/0256kw398","country_code":"PS","type":"education","lineage":["https://openalex.org/I94800806"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Aziz Qaroush","raw_affiliation_strings":["Birzeit University, Palestinian Territory, Occupied","BZU - Birzeit University, Palestinian Territory, Occupied (PO Box 14, Birzeit, West Bank, Palestine - )"],"affiliations":[{"raw_affiliation_string":"Birzeit University, Palestinian Territory, Occupied","institution_ids":["https://openalex.org/I94800806"]},{"raw_affiliation_string":"BZU - Birzeit University, Palestinian Territory, Occupied (PO Box 14, Birzeit, West Bank, Palestine - )","institution_ids":["https://openalex.org/I94800806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020264439","display_name":"Manel Mezghani","orcid":null},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Manel Mezghani","raw_affiliation_strings":["University of Toulouse, France"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050812414","display_name":"Florence S\u00e8des","orcid":"https://orcid.org/0000-0002-9273-302X"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florence S\u00e8des","raw_affiliation_strings":["University of Toulouse, France"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087962420"],"corresponding_institution_ids":["https://openalex.org/I17866349"],"apc_list":null,"apc_paid":null,"fwci":1.67945112,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86340013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"610","last_page":"622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8269249200820923},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7657256126403809},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6181766390800476},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6123850345611572},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5079615712165833},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5003385543823242},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4867558479309082},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44531989097595215},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4419274926185608},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.440920352935791},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34940439462661743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16695016622543335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8269249200820923},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7657256126403809},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6181766390800476},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6123850345611572},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5079615712165833},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5003385543823242},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4867558479309082},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44531989097595215},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4419274926185608},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.440920352935791},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34940439462661743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16695016622543335},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0006314006100622","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0006314006100622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:oatao.univ-toulouse.fr:18971","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:HAL:hal-01809318v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01809318","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.scitepress.org/Link.aspx?doi=10.5220/0006314006100622","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:oatao.univ-toulouse.fr:18971","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401987","display_name":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I17866349","host_organization_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","host_organization_lineage":["https://openalex.org/I17866349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W9223698","https://openalex.org/W51312703","https://openalex.org/W113059239","https://openalex.org/W143803448","https://openalex.org/W146417747","https://openalex.org/W786319295","https://openalex.org/W1233141674","https://openalex.org/W1532325895","https://openalex.org/W1850562331","https://openalex.org/W1973853429","https://openalex.org/W1980298600","https://openalex.org/W1993081839","https://openalex.org/W2027719216","https://openalex.org/W2028475679","https://openalex.org/W2107541186","https://openalex.org/W2120565423","https://openalex.org/W2131485284","https://openalex.org/W2322730640","https://openalex.org/W2396584457","https://openalex.org/W2514492781"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2093123876","https://openalex.org/W4388192780","https://openalex.org/W2030628044","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"The":[0],"popularity":[1],"of":[2,14,24,39,63,75,83,129,134,137,173,176,206,229,253,264],"social":[3],"networks":[4],"is":[5,56,144],"mainly":[6],"conditioned":[7],"by":[8,17,93],"the":[9,12,22,61,127,132,174,183,187,196,203,251],"integrity":[10],"and":[11,45,192,267],"quality":[13,54],"contents":[15],"generated":[16],"users":[18,65,207],"as":[19,21,42,106,239],"well":[20],"maintenance":[23],"users\u2019":[25],"privacy.":[26],"More":[27],"precisely,":[28],"Twitter":[29,67,94,138,159,177],"data":[30,76],"(e.g.":[31],"tweets)":[32],"are":[33,79],"valuable":[34],"for":[35,126,221],"a":[36,52,57,80,111,212,227],"tremendous":[37],"range":[38],"applications":[40],"such":[41,105,156],"search":[43,108],"engines":[44],"recommendation":[46],"systems":[47],"in":[48,66,155,243,262],"which":[49,99,120],"working":[50],"on":[51,168],"high":[53,219],"information":[55,214],"compulsory":[58],"step.":[59],"However,":[60],"existence":[62,128],"ill-intentioned":[64,84],"imposes":[68],"challenges":[69],"to":[70,95,102,149,185,195,210,215,234,258],"maintain":[71],"an":[72,230],"acceptable":[73],"level":[74],"quality.":[77],"Spammers":[78],"concrete":[81],"example":[82],"users.":[85],"Indeed,":[86],"they":[87],"have":[88,117],"misused":[89],"all":[90],"services":[91],"provided":[92],"post":[96],"spam":[97,153,223,245,260],"content":[98],"consequently":[100],"leads":[101],"serious":[103],"problems":[104],"polluting":[107],"results.":[109],"As":[110],"natural":[112],"reaction,":[113],"various":[114],"detection":[115,188,198],"methods":[116,143],"been":[118],"designed":[119],"inspect":[121],"individual":[122],"tweets":[123],"or":[124,166],"accounts":[125,154,217,261],"spam.":[130],"In":[131],"context":[133],"large":[135],"collections":[136],"users,":[139],"applying":[140],"these":[141,180],"conventional":[142,197],"time":[145],"consuming":[146],"requiring":[147],"months":[148],"filter":[150],"o":[151],"ut":[152],"collections.":[157],"Moreover,":[158],"community":[160],"cannot":[161],"apply":[162],"them":[163],"either":[164],"randomly":[165],"sequentially":[167],"each":[169],"user":[170],"registered":[171],"because":[172],"dynamicity":[175],"network.":[178],"Consequently,":[179],"limitations":[181],"raise":[182],"need":[184],"make":[186],"process":[189],"more":[190],"systematic":[191],"faster.":[193],"Complementary":[194],"methods,":[199],"our":[200],"proposal":[201],"takes":[202],"collective":[204],"perspective":[205],"(or":[208],"accounts)":[209],"provide":[211,226],"searchable":[213,240],"retrieve":[216,259],"having":[218],"potential":[220],"being":[222],"ones.":[224],"We":[225],"design":[228],"unsupervised":[231],"automatic":[232],"method":[233],"predict":[235],"spammy":[236,255],"naming":[237,244,256],"patterns,":[238],"information,":[241],"used":[242],"accounts.":[246],"Our":[247],"experimental":[248],"evaluation":[249],"demonstrates":[250],"efficiency":[252],"predicting":[254],"patterns":[257],"terms":[263],"precision,":[265],"recall,":[266],"normalized":[268],"discounted":[269],"cumulative":[270],"gain":[271],"at":[272],"different":[273],"ranks":[274]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}